Results (PhD Chapter 2)
Section 2/2
This series of files compile all analyses done during Chapter 2:
- Section 1 presents indices of influence calculations.
- Section 2 presents HMSC and regressions results.
All analyses have been done with R 3.6.3.
Click on the table of contents in the left margin to assess a specific analysis.
Click on a figure to zoom it
Sources of activity considered for the analyses:
- aquaculture influence: AquaInf
- city influence: CityInf
- industries influence: InduInf
- dredging collecting zones: CollDred
- dredging dumping zones: DumpDred
- commercial ships mooring site: MoorShip
- commercial ships traffic routes: TrafShip
- rainwater sewers: RainSew
- wastewater sewers: WastSew
- city wharves: CityWha
- industries wharves: InduWha
Fisheries data considered for the analyses (expressed as number of fishing events or kilograms of collected individuals for each gear):
| Gear | Code | Years | Events | Species |
|---|---|---|---|---|
| Trap | TrapFish | 2010-2015 | 1061 | Buccinum sp., Cancer irroratus, Chionoecetes opilio, Homarus americanus |
| Bottom-trawl | TrawFish | 2013-2014 | 2 | Pandalus borealis |
| Net | NetFish | 2010 | 5 | Clupea harengus, Gadus morhua |
| Dredge | DredFish | 2010-2014 | 21 | Mactromeris polynyma |
1. Explorations
1.1. Relationships between parameters
This section explores relationships between human activity exposure indices (dependant variables) and biotic and abiotic parameters (predictors).
Fist, we can compute the Spearman’s correlation coefficients.
| om | gravel | sand | silt | clay | arsenic | cadmium | chromium | copper | iron | manganese | mercury | lead | zinc | S | N | H | J | aquaculture | city | dredging_collect | dredging_dump | industry | shipping_mooring | shipping_traffic | sewers_rain | sewers_waste | wharves_city | wharves_industry | fisheries_trap | fisheries_trawl | fisheries_net | fisheries_dredge | cumulative_influence | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| om | 1 | -0.379 | -0.708 | 0.68 | 0.023 | 0.57 | 0.486 | 0.606 | 0.593 | 0.586 | 0.568 | 0.537 | 0.587 | 0.605 | -0.026 | -0.121 | 0.122 | 0.136 | -0.41 | -0.033 | 0.22 | 0.43 | 0.309 | 0.518 | 0.291 | 0.239 | 0.401 | -0.073 | 0.366 | -0.508 | -0.213 | 0.004 | -0.238 | 0.274 |
| gravel | -0.379 | 1 | 0.186 | -0.471 | 0.099 | -0.127 | -0.23 | -0.194 | -0.23 | -0.232 | -0.199 | -0.207 | -0.169 | -0.235 | 0.029 | 0.007 | 0.012 | 0.07 | 0.143 | -0.068 | -0.175 | -0.161 | -0.081 | -0.216 | -0.02 | 0 | -0.073 | -0.061 | -0.166 | 0.16 | 0.172 | -0.055 | 0.068 | -0.12 |
| sand | -0.708 | 0.186 | 1 | -0.788 | -0.308 | -0.648 | -0.504 | -0.587 | -0.483 | -0.407 | -0.524 | -0.611 | -0.588 | -0.529 | 0.059 | 0.084 | 0.031 | -0.027 | 0.433 | 0.279 | -0.002 | -0.17 | -0.102 | -0.42 | -0.169 | -0.31 | -0.468 | 0.324 | -0.17 | 0.428 | 0.087 | -0.158 | 0.246 | -0.058 |
| silt | 0.68 | -0.471 | -0.788 | 1 | 0.05 | 0.548 | 0.482 | 0.506 | 0.441 | 0.362 | 0.449 | 0.566 | 0.519 | 0.493 | -0.054 | -0.013 | -0.068 | -0.055 | -0.409 | -0.15 | 0.046 | 0.179 | 0.079 | 0.424 | 0.083 | 0.247 | 0.391 | -0.196 | 0.175 | -0.385 | -0.18 | 0.119 | -0.241 | 0.076 |
| clay | 0.023 | 0.099 | -0.308 | 0.05 | 1 | 0.208 | 0.095 | 0.129 | 0.11 | 0.062 | 0.144 | 0.052 | 0.15 | 0.107 | -0.098 | -0.076 | -0.044 | 0.02 | -0.059 | -0.02 | 0.025 | 0.015 | 0.02 | 0.006 | 0.012 | 0.241 | 0.238 | -0.031 | 0.037 | -0.096 | -0.104 | 0.191 | -0.046 | 0.066 |
| arsenic | 0.57 | -0.127 | -0.648 | 0.548 | 0.208 | 1 | 0.797 | 0.862 | 0.791 | 0.656 | 0.78 | 0.707 | 0.902 | 0.87 | -0.266 | -0.149 | -0.193 | 0.008 | -0.657 | -0.067 | 0.06 | 0.216 | 0.076 | 0.66 | 0.214 | 0.522 | 0.709 | -0.158 | 0.213 | -0.444 | -0.237 | 0.078 | -0.466 | 0.181 |
| cadmium | 0.486 | -0.23 | -0.504 | 0.482 | 0.095 | 0.797 | 1 | 0.818 | 0.694 | 0.564 | 0.717 | 0.75 | 0.886 | 0.853 | -0.308 | -0.042 | -0.291 | -0.133 | -0.783 | -0.015 | -0.002 | 0.186 | -0.084 | 0.728 | 0.039 | 0.468 | 0.701 | -0.14 | 0.142 | -0.345 | -0.306 | -0.001 | -0.46 | 0.111 |
| chromium | 0.606 | -0.194 | -0.587 | 0.506 | 0.129 | 0.862 | 0.818 | 1 | 0.909 | 0.818 | 0.917 | 0.753 | 0.92 | 0.939 | -0.331 | -0.167 | -0.273 | -0.041 | -0.73 | -0.02 | 0.263 | 0.437 | 0.103 | 0.733 | 0.344 | 0.596 | 0.763 | -0.103 | 0.409 | -0.323 | -0.349 | 0.055 | -0.559 | 0.362 |
| copper | 0.593 | -0.23 | -0.483 | 0.441 | 0.11 | 0.791 | 0.694 | 0.909 | 1 | 0.808 | 0.842 | 0.715 | 0.872 | 0.952 | -0.298 | -0.172 | -0.225 | -0.025 | -0.655 | 0.238 | 0.438 | 0.571 | 0.219 | 0.752 | 0.432 | 0.641 | 0.755 | 0.169 | 0.536 | -0.319 | -0.451 | 0.033 | -0.602 | 0.553 |
| iron | 0.586 | -0.232 | -0.407 | 0.362 | 0.062 | 0.656 | 0.564 | 0.818 | 0.808 | 1 | 0.878 | 0.461 | 0.664 | 0.785 | -0.377 | -0.273 | -0.251 | 0.034 | -0.616 | 0.114 | 0.508 | 0.652 | 0.325 | 0.671 | 0.624 | 0.578 | 0.674 | 0.061 | 0.644 | -0.292 | -0.368 | 0.055 | -0.648 | 0.596 |
| manganese | 0.568 | -0.199 | -0.524 | 0.449 | 0.144 | 0.78 | 0.717 | 0.917 | 0.842 | 0.878 | 1 | 0.658 | 0.798 | 0.846 | -0.287 | -0.096 | -0.261 | -0.085 | -0.758 | -0.02 | 0.422 | 0.557 | 0.209 | 0.769 | 0.497 | 0.671 | 0.822 | -0.082 | 0.562 | -0.301 | -0.466 | 0.106 | -0.649 | 0.493 |
| mercury | 0.537 | -0.207 | -0.611 | 0.566 | 0.052 | 0.707 | 0.75 | 0.753 | 0.715 | 0.461 | 0.658 | 1 | 0.845 | 0.755 | -0.234 | -0.084 | -0.199 | -0.075 | -0.724 | -0.064 | 0.053 | 0.237 | -0.043 | 0.731 | 0.133 | 0.509 | 0.703 | -0.142 | 0.196 | -0.356 | -0.314 | 0.01 | -0.42 | 0.168 |
| lead | 0.587 | -0.169 | -0.588 | 0.519 | 0.15 | 0.902 | 0.886 | 0.92 | 0.872 | 0.664 | 0.798 | 0.845 | 1 | 0.939 | -0.304 | -0.135 | -0.252 | -0.051 | -0.707 | 0.029 | 0.129 | 0.316 | 0.05 | 0.739 | 0.211 | 0.599 | 0.769 | -0.065 | 0.277 | -0.376 | -0.307 | 0.036 | -0.475 | 0.275 |
| zinc | 0.605 | -0.235 | -0.529 | 0.493 | 0.107 | 0.87 | 0.853 | 0.939 | 0.952 | 0.785 | 0.846 | 0.755 | 0.939 | 1 | -0.32 | -0.145 | -0.253 | -0.056 | -0.718 | 0.152 | 0.307 | 0.471 | 0.151 | 0.791 | 0.341 | 0.603 | 0.764 | 0.067 | 0.429 | -0.359 | -0.397 | 0.026 | -0.578 | 0.431 |
| S | -0.026 | 0.029 | 0.059 | -0.054 | -0.098 | -0.266 | -0.308 | -0.331 | -0.298 | -0.377 | -0.287 | -0.234 | -0.304 | -0.32 | 1 | 0.561 | 0.705 | -0.052 | 0.348 | -0.141 | -0.113 | -0.158 | 0.077 | -0.255 | -0.045 | -0.315 | -0.33 | -0.069 | -0.151 | 0.079 | 0.217 | -0.112 | 0.335 | -0.164 |
| N | -0.121 | 0.007 | 0.084 | -0.013 | -0.076 | -0.149 | -0.042 | -0.167 | -0.172 | -0.273 | -0.096 | -0.084 | -0.135 | -0.145 | 0.561 | 1 | -0.041 | -0.683 | -0.005 | -0.061 | -0.139 | -0.163 | -0.169 | -0.023 | -0.111 | -0.116 | -0.067 | -0.061 | -0.169 | 0.183 | -0.008 | -0.137 | 0.029 | -0.133 |
| H | 0.122 | 0.012 | 0.031 | -0.068 | -0.044 | -0.193 | -0.291 | -0.273 | -0.225 | -0.251 | -0.261 | -0.199 | -0.252 | -0.253 | 0.705 | -0.041 | 1 | 0.598 | 0.373 | -0.087 | 0.026 | -0.014 | 0.285 | -0.243 | -0.028 | -0.306 | -0.328 | -0.004 | -0.015 | -0.058 | 0.163 | -0.035 | 0.425 | -0.089 |
| J | 0.136 | 0.07 | -0.027 | -0.055 | 0.02 | 0.008 | -0.133 | -0.041 | -0.025 | 0.034 | -0.085 | -0.075 | -0.051 | -0.056 | -0.052 | -0.683 | 0.598 | 1 | 0.186 | 0.01 | 0.073 | 0.054 | 0.236 | -0.128 | -0.021 | -0.105 | -0.146 | 0.034 | 0.061 | -0.168 | 0.033 | 0.127 | 0.23 | -0.014 |
| aquaculture | -0.41 | 0.143 | 0.433 | -0.409 | -0.059 | -0.657 | -0.783 | -0.73 | -0.655 | -0.616 | -0.758 | -0.724 | -0.707 | -0.718 | 0.348 | -0.005 | 0.373 | 0.186 | 1 | -0.069 | -0.168 | -0.306 | 0.128 | -0.827 | -0.183 | -0.597 | -0.839 | 0.079 | -0.271 | 0.282 | 0.594 | 0.02 | 0.722 | -0.233 |
| city | -0.033 | -0.068 | 0.279 | -0.15 | -0.02 | -0.067 | -0.015 | -0.02 | 0.238 | 0.114 | -0.02 | -0.064 | 0.029 | 0.152 | -0.141 | -0.061 | -0.087 | 0.01 | -0.069 | 1 | 0.292 | 0.369 | 0.051 | 0.299 | 0.133 | 0.324 | 0.162 | 0.969 | 0.255 | -0.097 | -0.401 | -0.012 | -0.424 | 0.564 |
| dredging_collect | 0.22 | -0.175 | -0.002 | 0.046 | 0.025 | 0.06 | -0.002 | 0.263 | 0.438 | 0.508 | 0.422 | 0.053 | 0.129 | 0.307 | -0.113 | -0.139 | 0.026 | 0.073 | -0.168 | 0.292 | 1 | 0.895 | 0.734 | 0.359 | 0.741 | 0.485 | 0.416 | 0.371 | 0.946 | 0.012 | -0.507 | 0.028 | -0.366 | 0.849 |
| dredging_dump | 0.43 | -0.161 | -0.17 | 0.179 | 0.015 | 0.216 | 0.186 | 0.437 | 0.571 | 0.652 | 0.557 | 0.237 | 0.316 | 0.471 | -0.158 | -0.163 | -0.014 | 0.054 | -0.306 | 0.369 | 0.895 | 1 | 0.723 | 0.588 | 0.805 | 0.545 | 0.521 | 0.436 | 0.956 | -0.173 | -0.465 | -0.048 | -0.518 | 0.924 |
| industry | 0.309 | -0.081 | -0.102 | 0.079 | 0.02 | 0.076 | -0.084 | 0.103 | 0.219 | 0.325 | 0.209 | -0.043 | 0.05 | 0.151 | 0.077 | -0.169 | 0.285 | 0.236 | 0.128 | 0.051 | 0.734 | 0.723 | 1 | 0.183 | 0.656 | 0.17 | 0.146 | 0.17 | 0.765 | -0.172 | -0.09 | -0.086 | -0.041 | 0.61 |
| shipping_mooring | 0.518 | -0.216 | -0.42 | 0.424 | 0.006 | 0.66 | 0.728 | 0.733 | 0.752 | 0.671 | 0.769 | 0.731 | 0.739 | 0.791 | -0.255 | -0.023 | -0.243 | -0.128 | -0.827 | 0.299 | 0.359 | 0.588 | 0.183 | 1 | 0.41 | 0.592 | 0.766 | 0.24 | 0.5 | -0.417 | -0.597 | -0.05 | -0.728 | 0.543 |
| shipping_traffic | 0.291 | -0.02 | -0.169 | 0.083 | 0.012 | 0.214 | 0.039 | 0.344 | 0.432 | 0.624 | 0.497 | 0.133 | 0.211 | 0.341 | -0.045 | -0.111 | -0.028 | -0.021 | -0.183 | 0.133 | 0.741 | 0.805 | 0.656 | 0.41 | 1 | 0.568 | 0.451 | 0.232 | 0.834 | -0.005 | -0.181 | 0.097 | -0.521 | 0.825 |
| sewers_rain | 0.239 | 0 | -0.31 | 0.247 | 0.241 | 0.522 | 0.468 | 0.596 | 0.641 | 0.578 | 0.671 | 0.509 | 0.599 | 0.603 | -0.315 | -0.116 | -0.306 | -0.105 | -0.597 | 0.324 | 0.485 | 0.545 | 0.17 | 0.592 | 0.568 | 1 | 0.892 | 0.279 | 0.571 | -0.07 | -0.509 | 0.209 | -0.747 | 0.661 |
| sewers_waste | 0.401 | -0.073 | -0.468 | 0.391 | 0.238 | 0.709 | 0.701 | 0.763 | 0.755 | 0.674 | 0.822 | 0.703 | 0.769 | 0.764 | -0.33 | -0.067 | -0.328 | -0.146 | -0.839 | 0.162 | 0.416 | 0.521 | 0.146 | 0.766 | 0.451 | 0.892 | 1 | 0.069 | 0.523 | -0.257 | -0.569 | 0.061 | -0.75 | 0.522 |
| wharves_city | -0.073 | -0.061 | 0.324 | -0.196 | -0.031 | -0.158 | -0.14 | -0.103 | 0.169 | 0.061 | -0.082 | -0.142 | -0.065 | 0.067 | -0.069 | -0.061 | -0.004 | 0.034 | 0.079 | 0.969 | 0.371 | 0.436 | 0.17 | 0.24 | 0.232 | 0.279 | 0.069 | 1 | 0.331 | -0.042 | -0.34 | 0.016 | -0.35 | 0.632 |
| wharves_industry | 0.366 | -0.166 | -0.17 | 0.175 | 0.037 | 0.213 | 0.142 | 0.409 | 0.536 | 0.644 | 0.562 | 0.196 | 0.277 | 0.429 | -0.151 | -0.169 | -0.015 | 0.061 | -0.271 | 0.255 | 0.946 | 0.956 | 0.765 | 0.5 | 0.834 | 0.571 | 0.523 | 0.331 | 1 | -0.094 | -0.454 | 0.037 | -0.497 | 0.9 |
| fisheries_trap | -0.508 | 0.16 | 0.428 | -0.385 | -0.096 | -0.444 | -0.345 | -0.323 | -0.319 | -0.292 | -0.301 | -0.356 | -0.376 | -0.359 | 0.079 | 0.183 | -0.058 | -0.168 | 0.282 | -0.097 | 0.012 | -0.173 | -0.172 | -0.417 | -0.005 | -0.07 | -0.257 | -0.042 | -0.094 | 1 | 0.226 | 0.132 | 0.145 | -0.075 |
| fisheries_trawl | -0.213 | 0.172 | 0.087 | -0.18 | -0.104 | -0.237 | -0.306 | -0.349 | -0.451 | -0.368 | -0.466 | -0.314 | -0.307 | -0.397 | 0.217 | -0.008 | 0.163 | 0.033 | 0.594 | -0.401 | -0.507 | -0.465 | -0.09 | -0.597 | -0.181 | -0.509 | -0.569 | -0.34 | -0.454 | 0.226 | 1 | -0.071 | 0.513 | -0.458 |
| fisheries_net | 0.004 | -0.055 | -0.158 | 0.119 | 0.191 | 0.078 | -0.001 | 0.055 | 0.033 | 0.055 | 0.106 | 0.01 | 0.036 | 0.026 | -0.112 | -0.137 | -0.035 | 0.127 | 0.02 | -0.012 | 0.028 | -0.048 | -0.086 | -0.05 | 0.097 | 0.209 | 0.061 | 0.016 | 0.037 | 0.132 | -0.071 | 1 | -0.08 | 0.077 |
| fisheries_dredge | -0.238 | 0.068 | 0.246 | -0.241 | -0.046 | -0.466 | -0.46 | -0.559 | -0.602 | -0.648 | -0.649 | -0.42 | -0.475 | -0.578 | 0.335 | 0.029 | 0.425 | 0.23 | 0.722 | -0.424 | -0.366 | -0.518 | -0.041 | -0.728 | -0.521 | -0.747 | -0.75 | -0.35 | -0.497 | 0.145 | 0.513 | -0.08 | 1 | -0.617 |
| cumulative_influence | 0.274 | -0.12 | -0.058 | 0.076 | 0.066 | 0.181 | 0.111 | 0.362 | 0.553 | 0.596 | 0.493 | 0.168 | 0.275 | 0.431 | -0.164 | -0.133 | -0.089 | -0.014 | -0.233 | 0.564 | 0.849 | 0.924 | 0.61 | 0.543 | 0.825 | 0.661 | 0.522 | 0.632 | 0.9 | -0.075 | -0.458 | 0.077 | -0.617 | 1 |
Several types of models were considered to explore relationships between variables: linear, quadratic, exponential and logarithmic. The model with the highest \(R^{2}\) is presented on each plot. Only linear models were implemented, as there are some bugs with the calculation of the others.
AquaInf
CityInf
InduInf
CollDred
DumpDred
MoorShip
TrafShip
RainSew
WastSew
CityWha
InduWha
TrapFish
TrawFish
NetFish
DredFish
Cumulative Influence
1.2. Species abundances by cumulative influence index
Let’s have a look at the distribution of species phyla along the gradient of cumulative influence.
| Phylum | low | bad | moderate | high | good |
|---|---|---|---|---|---|
| Annelida | NA | 29.5 | 32.3 | 19.7 | NA |
| Arthropoda | NA | 20.3 | 50.6 | 26.3 | NA |
| Cnidaria | NA | 0.1 | 0 | 0 | NA |
| Echinodermata | NA | 13.5 | 1.32 | 5.12 | NA |
| Mollusca | NA | 10.8 | 13.5 | 15.9 | NA |
| Nematoda | NA | 22.7 | 9.95 | 0.0625 | NA |
| Nemertea | NA | 0 | 0.195 | 0 | NA |
| Sipuncula | NA | 0 | 0.268 | 0.438 | NA |
2. Species Distribution Models
The aim is to obtain models to predict the structure of benthic communities.
We will use abiotic parameters and the indices of influence (calculated in Section 1) as predictors, and we tested different methods: GLMs, GAMs, Random Forest and HMSC. Each method has been developed in dedicated scripts, whose final objects were imported here to present results and trends.
For each method, results are presented with a table, with McFadden’s R2 and variables coefficients, and maps, with the probability of presence of each taxon for which McFadden’s R2 is higher than 0.2 (and different than 1). The raster presents the results of the SDM (grey: low probability, dark blue: high). Stations are either plotted with colors (green = taxa present, red = taxon absent) or with circles (wider circcles = higher taxon density).
2.1. Generalized Linear Models
Presence/absence data
Here, we considered presence/absence data with a binomial distribution.
Abiotic parameters
| R2 | MATCHED | ERRORS | intercept | gravel | sand | silt | clay | arsenic | cadmium | chromium | copper | iron | manganese | mercury | lead | zinc | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| aceroides_aceroides_latipes | 0.22 | 0 % | 31.8 % | -10.4 | 23.4 | 113 | 115 | 64.4 | -0.266 | 0.0321 | 0.821 | 0.618 | -2.36 | 0.464 | 0.686 | -1.24 | 0.707 |
| akanthophoreus_gracilis | 0.21 | 4.5 % | 45.5 % | -1.89 | 9.04 | 18.6 | 19.2 | 7.8 | 1.75 | -0.887 | -0.0213 | -0.0471 | -0.922 | -0.533 | 0.612 | -0.174 | -0.402 |
| ameritella_agilis | 0.5 | 0 % | 13.6 % | -10.8 | 30.9 | 62 | 62.8 | 38.9 | 1.83 | 5.99 | 13.6 | -0.559 | -3.94 | -16.2 | -0.879 | -12.5 | 1.13 |
| ameroculodes_edwardsi | 0.43 | 0 % | 13.6 % | -293 | -198 | -403 | -409 | -1769 | -3.19 | 2.53 | 5.25 | 6.01 | -0.671 | -14.8 | -2.51 | -2.95 | -4.35 |
| ampelisca_vadorum | 1 | 0 % | 4.5 % | -67.7 | -913 | -1861 | -1897 | -1089 | 11.6 | -41.1 | 140 | -40.7 | 4.84 | -66.9 | 5.55 | 64.1 | -90.9 |
| amphipoda | 0.1 | 9.1 % | 40.9 % | -0.762 | 79.2 | 160 | 164 | 92.7 | 0.391 | -0.168 | 1.47 | -1.11 | -0.499 | -0.208 | 0.191 | 0.397 | -0.184 |
| anonyx_lilljeborgi | 0.27 | 0 % | 4.5 % | -3.13 | 173 | 352 | 358 | 203 | -0.668 | -1.87 | 4.55 | -3.78 | -1.56 | -0.271 | 0.326 | 0.415 | 1.32 |
| anthozoa | 0 | 0 % | 4.5 % | -26.6 | -4.38e-15 | 8.66e-15 | -2.48e-15 | 1.77e-14 | -7.39e-15 | -6.16e-15 | 5.86e-15 | 5.22e-15 | -4.96e-15 | 1.41e-14 | -1.85e-14 | 3.8e-14 | -1.7e-14 |
| arcteobia_anticostiensis | 1 | 0 % | 0 % | -81 | 2746 | 5609 | 5720 | 3229 | 18.8 | 41.4 | -89.5 | 30.3 | 10.8 | -10.2 | 7.25 | 13.8 | -29.7 |
| arrhoges_occidentalis | 1 | 0 % | 9.1 % | -64.1 | -3128 | -6321 | -6469 | -3628 | 35.2 | 8.03 | 77.8 | 9.24 | -8.26 | -12.7 | 14.4 | -59.7 | -62.4 |
| astarte_sp | 1 | 0 % | 36.4 % | -124 | -9059 | -18366 | -18796 | -10534 | 65.6 | 11.4 | -157 | 187 | -73.8 | -6.71 | 54.2 | -62.7 | -32.2 |
| axinopsida_orbiculata | 0.17 | 0 % | 36.4 % | -361 | -57.4 | -117 | -119 | -2026 | 0.108 | 0.676 | -0.997 | 0.817 | 0.0657 | -0.204 | -1.82 | 0.444 | -0.52 |
| axiothella_catenata | 1 | 0 % | 9.1 % | -75.5 | 2279 | 4616 | 4712 | 2665 | -7.45 | -72.5 | 10.1 | 25.4 | 6.86 | -40.7 | 1.25 | 153 | -89.7 |
| bathymedon_longimanus | -4.54 | 4.5 % | 0 % | -2.81e+15 | -4.41e+16 | -8.98e+16 | -9.15e+16 | -5.17e+16 | -2.17e+14 | 2.21e+14 | -4.71e+15 | -1.11e+15 | -4.04e+14 | 1.84e+15 | -5.11e+14 | 1.53e+15 | 2.47e+15 |
| bathymedon_obtusifrons | 1 | 0 % | 9.1 % | -108 | 5037 | 10216 | 10428 | 5883 | 7.54 | 49.7 | 85.8 | 58.3 | -149 | -3.7 | -44.9 | -5.72 | -53.3 |
| bipalponephtys_neotena | 0.22 | 72.7 % | 27.3 % | 1.51 | 56.8 | 114 | 118 | 64.9 | -0.572 | 0.318 | -2.35 | 0.831 | 0.151 | 0.65 | -0.166 | 0.806 | 0.0117 |
| boreochiton_ruber | 0.45 | 0 % | 13.6 % | -274 | -238 | -484 | -494 | -1717 | -15 | -8.01 | -5.82 | -12.1 | -1.52 | 9.98 | -4.63 | 12.9 | 11.8 |
| brachydiastylis_sp | 0.56 | 0 % | 4.5 % | -161 | 74.3 | 149 | 152 | -723 | -1.35 | 3.52 | 12.2 | -0.564 | 0.494 | -12.3 | -2.37 | -10.6 | -0.395 |
| byblis_gaimardii | 0.41 | 0 % | 9.1 % | -258 | -37.8 | -77.7 | -78.7 | -1403 | -8.28 | -3.8 | 7.85 | -5.59 | 0.0646 | -4.26 | -0.804 | 4.5 | 0.0173 |
| cancer_irroratus | 0.26 | 0 % | 4.5 % | -6.64 | -84 | -171 | -175 | -98.9 | -2.38 | 0.808 | 1.02 | -0.28 | 0.238 | -1.32 | -1.63 | 7.1 | -4.77 |
| caprella_septentrionalis | 0.59 | 0 % | 13.6 % | -9.07 | 0.205 | -1.01 | -4.53 | 2.95 | -2.87 | 5.48 | 2.11 | 8.67 | -9.6 | -1.33 | -0.134 | -0.0464 | -4.48 |
| chaetodermatida | 0.19 | 0 % | 31.8 % | -3.62 | -0.562 | 0.271 | 0.1 | -7.55 | -0.573 | -1.74 | -2.55 | -0.362 | -0.367 | 0.557 | -0.234 | 2.56 | 1.31 |
| chionoecetes_opilio | 1 | 0 % | 4.5 % | -845 | 428 | 833 | 1144 | -1503 | -1.99 | -676 | -171 | -568 | -13.2 | 96.1 | -346 | 332 | 757 |
| chlamys_islandica | 1 | 0 % | 22.7 % | -280 | -32825 | -66594 | -67914 | -38342 | -251 | -5.02 | 78.7 | 31.8 | 50.8 | -70 | 60 | 97.3 | -52.6 |
| chone_sp | 1 | 0 % | 13.6 % | -218 | -907 | -1547 | -1642 | -882 | 57.6 | 195 | -91.3 | 447 | -96.8 | -113 | 28.7 | -1.69 | -373 |
| ciliatocardium_ciliatum | 1 | 0 % | 18.2 % | -240 | -5301 | -10686 | -11057 | -6039 | -96.6 | -291 | 76.4 | -93 | 0.271 | -79.5 | 87.9 | 283 | 52.4 |
| cirripedia | 1 | 0 % | 9.1 % | -37 | 573 | 1158 | 1179 | 674 | 3.33 | 6.14 | 2.25 | -20.2 | 2.1 | 10.2 | -2.42 | -17 | 21.7 |
| cistenides_granulata | 0.25 | 0 % | 22.7 % | -2.7 | 28.8 | 58.5 | 59.5 | 30.9 | -0.121 | -2.12 | 0.382 | -5.42 | -0.164 | 0.572 | -0.166 | 1.4 | 4.02 |
| cossura_longocirrata | 1 | 0 % | 9.1 % | -186 | 1986 | 3892 | 4100 | 2263 | 0.486 | 148 | 22.1 | 258 | 71.9 | -165 | 29.1 | -66.9 | -250 |
| crassicorophium_bonellii | 0.56 | 0 % | 4.5 % | -248 | 13.8 | 32 | 32.3 | -1298 | -0.554 | -2.53 | -5.57 | -2.24 | -1.79 | 7.71 | -3.37 | 4.06 | 1.81 |
| crenella_decussata | 0.63 | 0 % | 18.2 % | -11.1 | -37.5 | -77.9 | -81.2 | -41.6 | -10.1 | -5.28 | -1.99 | -7.15 | -0.86 | 2.01 | -4.01 | 8.6 | 6.16 |
| cumacea | 1 | 4.5 % | 4.5 % | -139 | -12124 | -24536 | -25027 | -14134 | 14.2 | -82.9 | 117 | 37.7 | 3.9 | -30.6 | 6.28 | 12.6 | -50.9 |
| cyclocardia_borealis | 0 | 0 % | 4.5 % | -26.6 | -4.38e-15 | 8.66e-15 | -2.48e-15 | 1.77e-14 | -7.39e-15 | -6.16e-15 | 5.86e-15 | 5.22e-15 | -4.96e-15 | 1.41e-14 | -1.85e-14 | 3.8e-14 | -1.7e-14 |
| cyrtodaria_siliqua | 1 | 0 % | 9.1 % | -160 | -3200 | -6419 | -6557 | -3753 | -149 | -234 | -176 | -283 | -7.44 | 188 | -60 | 262 | 339 |
| diastylis_rathkei | 0.31 | 0 % | 13.6 % | -4.27 | -68.5 | -140 | -142 | -80.9 | -1.83 | -0.0109 | 5.8 | 0.472 | 0.583 | -1.54 | -3.39 | 1.86 | -4.77 |
| diastylis_sculpta | 0.6 | 0 % | 18.2 % | -18.3 | 27.3 | 58.1 | 58.8 | 34.9 | 4.61 | 4.2 | 13.3 | 29.3 | -0.688 | -26.7 | -19.3 | 5.07 | -30.9 |
| diastylis_sp | 1 | 0 % | 13.6 % | -1399 | 11977 | 23883 | 25131 | 13385 | -2723 | -515 | 380 | -1140 | 202 | 286 | -428 | 1086 | 823 |
| echinarachnius_parma | 0.73 | 4.5 % | 31.8 % | -30.8 | -270 | -549 | -558 | -306 | -48.9 | -6.46 | 11.6 | -22.3 | 1.97 | -11.7 | -1.84 | -4.49 | 29.7 |
| edotia_montosa | 1 | 0 % | 9.1 % | -123 | -1456 | -2914 | -3059 | -1626 | 54.1 | 41.2 | 4.47 | 64.1 | -49.6 | 0.312 | -22.1 | -110 | 29.9 |
| ennucula_tenuis | 0.33 | 27.3 % | 45.5 % | -0.566 | 9.59 | 18.3 | 19.8 | 8.76 | 1.39 | -2.45 | -4.23 | -0.882 | 0.0983 | 0.237 | 0.639 | 0.689 | 3.46 |
| eteone_sp | 0.19 | 0 % | 0 % | -329 | -136 | -276 | -281 | -1937 | 0.0678 | -2.76 | 2.93 | -1.27 | -0.237 | -1.13 | -0.264 | 2.84 | -1.2 |
| euchone_sp | 1 | 0 % | 4.5 % | -108 | 5037 | 10216 | 10428 | 5883 | 7.54 | 49.7 | 85.8 | 58.3 | -149 | -3.7 | -44.9 | -5.72 | -53.3 |
| eudorella_emarginata | 0.44 | 0 % | 4.5 % | -209 | 18.9 | 34.6 | 38.7 | -1082 | -0.0695 | 2.71 | 3.75 | 4.27 | 0.918 | -3.85 | 1.11 | 1.46 | -8.42 |
| eudorellopsis_integra | 0.33 | 36.4 % | 54.5 % | -6.88 | 15.5 | 31.3 | 33 | -22.6 | 1.37 | -0.617 | 0.385 | -1.01 | -0.764 | 1.03 | 1.12 | -2.59 | 1.62 |
| euspira_pallida | -5.62 | 0 % | 4.5 % | -2.7e+15 | -1.94e+17 | -3.94e+17 | -4.01e+17 | -2.28e+17 | -2.45e+14 | -4.43e+14 | -1.64e+15 | -5.51e+14 | 7.79e+13 | 1.11e+15 | -1.29e+14 | 1.41e+15 | 7.59e+14 |
| glycera_capitata | 1 | 0 % | 9.1 % | -86.1 | -5103 | -10385 | -10614 | -5948 | 20.8 | 66 | -39.5 | 156 | 10.9 | -45.8 | -10.9 | -16.4 | -118 |
| glycera_sp | 0.58 | 0 % | 18.2 % | -9.01 | -330 | -671 | -684 | -387 | -0.98 | 1.13 | 11.8 | -3.05 | -14.4 | 0.545 | -2.13 | 0.385 | 2.34 |
| goniada_maculata | 0.21 | 13.6 % | 40.9 % | -371 | 9.67 | 21.6 | 22.6 | -2010 | 0.459 | -0.34 | -0.325 | -1.14 | -0.0191 | -0.293 | 0.185 | -0.01 | 0.69 |
| guernea_prinassus_nordenskioldi | 0 | 0 % | 9.1 % | -26.6 | -4.38e-15 | 8.66e-15 | -2.48e-15 | 1.77e-14 | -7.39e-15 | -6.16e-15 | 5.86e-15 | 5.22e-15 | -4.96e-15 | 1.41e-14 | -1.85e-14 | 3.8e-14 | -1.7e-14 |
| halacaridae_spp | 1 | 0 % | 22.7 % | -280 | -32825 | -66594 | -67914 | -38342 | -251 | -5.02 | 78.7 | 31.8 | 50.8 | -70 | 60 | 97.3 | -52.6 |
| haminoea_solitaria | 0.43 | 0 % | 9.1 % | -39.7 | -12.2 | 6.91 | 6.44 | -42.7 | 12.7 | 16.8 | 8.05 | 35.8 | -0.334 | -31.7 | -16.2 | -4.63 | -46.7 |
| hardametopa_carinata | 1 | 0 % | 4.5 % | -108 | 5037 | 10216 | 10428 | 5883 | 7.54 | 49.7 | 85.8 | 58.3 | -149 | -3.7 | -44.9 | -5.72 | -53.3 |
| harmothoe_sp | 0.31 | 0 % | 4.5 % | -273 | -106 | -218 | -221 | -1586 | -0.408 | 0.394 | 1.72 | 3.12 | -0.0624 | -0.388 | -3.07 | 0.0219 | -3.21 |
| harpacticoida | 0.22 | 18.2 % | 68.2 % | -0.0818 | 54.9 | 112 | 113 | 64.9 | 0.752 | 2.73 | 2.23 | 5.9 | -0.0947 | -2.51 | 1.78 | -2.39 | -7.31 |
| hediste_diversicolor | 0.55 | 9.1 % | 9.1 % | -6.37 | 188 | 382 | 390 | 221 | -13.9 | 0.353 | -1.77 | 1.42 | -1.05 | 7.15 | -4.6 | 12.4 | -6.54 |
| heteranomia_squamula | 1 | 0 % | 4.5 % | -53.8 | 1881 | 3809 | 3888 | 2196 | -17.2 | -13.4 | -65 | 1.52 | -0.673 | 40.4 | -11.4 | 38.5 | 11.4 |
| hiatella_arctica | 1 | 4.5 % | 22.7 % | -295 | -4490 | -9132 | -9373 | -5150 | -244 | -135 | -445 | -182 | -47.1 | 373 | -170 | 321 | 237 |
| holothuroidea | 0.69 | 4.5 % | 9.1 % | -25.6 | -158 | -259 | -269 | -179 | -13.7 | -8.13 | -11.1 | -2.03 | -3.01 | 12.5 | -3.81 | 13.7 | 7.22 |
| idotea_phosphorea | 0.6 | 0 % | 9.1 % | -11 | -462 | -940 | -959 | -542 | -9.8 | -1.18 | -9.1 | -2.9 | 0.913 | 3.88 | -9.09 | 22.3 | -2.03 |
| ischyroceridae_spp | 1 | 0 % | 9.1 % | -108 | 5795 | 11763 | 12021 | 6814 | 8.21 | -88.2 | 45 | 58.8 | 6.9 | -56.5 | 26.9 | -6.78 | -14.9 |
| ischyrocerus_anguipes | 1 | 0 % | 22.7 % | -216 | -8512 | -17264 | -17700 | -9875 | -11.1 | 140 | 130 | 184 | -238 | -29.6 | 47.9 | -125 | -57.9 |
| isopoda | 0 | 0 % | 4.5 % | -26.6 | -4.38e-15 | 8.66e-15 | -2.48e-15 | 1.77e-14 | -7.39e-15 | -6.16e-15 | 5.86e-15 | 5.22e-15 | -4.96e-15 | 1.41e-14 | -1.85e-14 | 3.8e-14 | -1.7e-14 |
| lacuna_vincta | 0.26 | 0 % | 9.1 % | -6.64 | -84 | -171 | -175 | -98.9 | -2.38 | 0.808 | 1.02 | -0.28 | 0.238 | -1.32 | -1.63 | 7.1 | -4.77 |
| lamprops_fuscatus | 0.2 | 0 % | 13.6 % | -2.85 | -11.9 | -22.5 | -23.4 | -13.3 | -1.7 | 0.801 | -1.22 | 3.36 | 0.122 | 0.811 | -0.0254 | 0.149 | -3.4 |
| lamprops_quadriplicata | 1 | 0 % | 13.6 % | -59.5 | -873 | -1720 | -1781 | -977 | 19.4 | 13.9 | -0.315 | 25.5 | -4.94 | 17.8 | 2.95 | 43 | -102 |
| lepeta_caeca | 0.65 | 0 % | 9.1 % | -324 | -1717 | -3491 | -3561 | -3653 | -36.1 | -2.18 | -15 | 5.42 | 0.695 | 9.57 | -13.2 | 33.9 | -7.38 |
| leucon_leucon_nasicoides | 0.23 | 13.6 % | 54.5 % | -342 | 61.5 | 125 | 128 | -1790 | -0.155 | -1.3 | 0.0817 | -1.7 | -0.0152 | 0.654 | 0.292 | 1.22 | 0.889 |
| littorina_littorea | 1 | 0 % | 18.2 % | -312 | -30048 | -61020 | -62243 | -35134 | -456 | -349 | -43.4 | -723 | -11.8 | 122 | -233 | 788 | 712 |
| lumbrineridae_spp | 1 | 0 % | 13.6 % | -1412 | 5646 | 11068 | 11995 | 6035 | -2776 | -335 | 351 | -1062 | 191 | 242 | -431 | 891 | 793 |
| lysianassidae_spp | 1 | 0 % | 4.5 % | -358 | -5020 | -10079 | -10215 | -5731 | -526 | -27.3 | 154 | -142 | 30.1 | -139 | -160 | 169 | 82.8 |
| macoma_calcarea | 0.15 | 72.7 % | 22.7 % | 1.36 | -8.33 | -16.9 | -16.4 | -10.8 | 0.244 | 1.18 | -1.19 | 2.93 | 0.148 | -0.0685 | 0.102 | -0.768 | -3.22 |
| maera_danae | 1 | 0 % | 13.6 % | -218 | -907 | -1547 | -1642 | -882 | 57.6 | 195 | -91.3 | 447 | -96.8 | -113 | 28.7 | -1.69 | -373 |
| maldane_sarsi | -10.38 | 0 % | 4.5 % | -2.15e+15 | 1.27e+16 | 2.54e+16 | 2.7e+16 | 1.31e+16 | -4.3e+14 | -5.45e+14 | 7.28e+13 | 1.52e+15 | -2.73e+14 | 1.44e+14 | -1.01e+15 | 1.17e+15 | -1.24e+15 |
| maldanidae_spp | 0.18 | 0 % | 27.3 % | -9.35 | -44.3 | -30.7 | -30.7 | -18.8 | -0.307 | -0.531 | 0.38 | 0.942 | -0.0827 | -0.516 | 0.342 | 0.695 | -1.12 |
| monoculopsis_longicornis | 1 | 4.5 % | 27.3 % | -116 | -7503 | -15207 | -15552 | -8722 | 29.1 | -114 | -133 | -8.02 | -82.2 | 25.7 | 32.7 | 11.1 | 200 |
| muculus_musculus_discors | 1 | 0 % | 22.7 % | -280 | -32825 | -66594 | -67914 | -38342 | -251 | -5.02 | 78.7 | 31.8 | 50.8 | -70 | 60 | 97.3 | -52.6 |
| mytilus_sp | 0.35 | 4.5 % | 9.1 % | -4.33 | -16.1 | -32.9 | -32.7 | -20.6 | -4.73 | -0.194 | -2.37 | 4.79 | -0.74 | 0.273 | -5.71 | 8.64 | -5.53 |
| nematoda | 0.47 | 27.3 % | 27.3 % | -2.24 | 28 | 58 | 57.8 | 24 | 0.672 | -2.36 | 0.722 | -4.3 | -2.82 | 2.01 | 0.0213 | 0.941 | 2.95 |
| nemertea | 1 | 0 % | 13.6 % | -78.5 | -2643 | -5401 | -5524 | -3089 | 24.4 | 71 | -34 | 147 | 13 | -63.1 | 13.3 | -47.5 | -104 |
| neoleanira_tetragona | 1 | 0 % | 9.1 % | -49.8 | -409 | -754 | -789 | -425 | 14 | 19.8 | 46.6 | 26.4 | 0.618 | -26.4 | 9.1 | 22 | -98.4 |
| nephtyidae_spp | 0.3 | 4.5 % | 13.6 % | -135 | -50.9 | -36.5 | -37.2 | -683 | 1.44 | -0.454 | 3.58 | -2.55 | -7.47 | 2.63 | 0.12 | -1.04 | 1.95 |
| nephtys_caeca | 0.66 | 0 % | 4.5 % | -274 | 341 | 689 | 700 | -1055 | 4.27 | 11.4 | 12.1 | 11.6 | 1.63 | -9.11 | -0.933 | -11.9 | -17.6 |
| nephtys_incisa | 0.2 | 0 % | 45.5 % | -1.35 | -60.2 | -123 | -124 | -72.3 | 0.0295 | -2.44 | -0.223 | -0.594 | -0.579 | 0.0233 | -0.349 | 1.6 | 0.871 |
| nephtys_sp | 0.24 | 0 % | 0 % | -137 | 201 | 471 | 480 | -401 | -0.678 | -1.71 | -3.81 | -1.21 | -0.0774 | 1.08 | -1.11 | 5.06 | 1.36 |
| nuculana_minuta | 0.17 | 0 % | 13.6 % | -335 | -3.35 | -7.37 | -6.74 | -1814 | -1.58 | -1.28 | -0.641 | -0.741 | -0.482 | 1.08 | -1.05 | 2.11 | 0.0332 |
| nymphonidae_spp | 1 | 0 % | 4.5 % | -53.8 | 1881 | 3809 | 3888 | 2196 | -17.2 | -13.4 | -65 | 1.52 | -0.673 | 40.4 | -11.4 | 38.5 | 11.4 |
| oenopota_sp | 0.45 | 0 % | 18.2 % | -5.13 | 105 | 213 | 218 | 122 | 0.882 | 1.89 | -2.36 | 10.8 | -1.54 | 1.55 | -1.16 | 2.12 | -14.6 |
| oligochaeta | 0.45 | 0 % | 22.7 % | -120 | -48.1 | -63.1 | -62.9 | -638 | 0.284 | 3.83 | 2.25 | 6.68 | -0.0049 | -2.29 | 2.72 | -9.28 | -1.56 |
| ophelia_limacina | 0.14 | 0 % | 9.1 % | -341 | 47.2 | 94.8 | 96.6 | -1786 | 0.322 | -0.0349 | -0.66 | 0.476 | 0.0997 | -1.23 | 0.605 | 0.683 | -0.285 |
| opheliidae_spp | -2.79 | 0 % | 4.5 % | -3.32e+15 | -7.34e+16 | -1.5e+17 | -1.52e+17 | -8.76e+16 | -6.15e+14 | -5.45e+14 | 2.03e+15 | -3.8e+15 | 3.95e+13 | -5.09e+14 | -1.27e+15 | 2.03e+15 | 6.02e+14 |
| ophiopholis_aculeata | 1 | 0 % | 0 % | -664 | -34711 | -70638 | -71718 | -41205 | -563 | -20 | 446 | -117 | 68.7 | -207 | -262 | -142 | 111 |
| ophiura_robusta | 0.49 | 0 % | 13.6 % | -307 | -45.3 | -91.3 | -94.4 | -1685 | -5.84 | -3.48 | -3.79 | -3.08 | -1.3 | 5.96 | -1.9 | 5.23 | 2 |
| orchomenella_minuta | 1 | 0 % | 18.2 % | -124 | 199 | 342 | 427 | 57.2 | -32.7 | -59.1 | 21.3 | 48.8 | 8.07 | -7.44 | -30.5 | -1.88 | -1.54 |
| ostracoda | 0.25 | 13.6 % | 50 % | -1.77 | -28.8 | -56.8 | -57.5 | -34.2 | 0.55 | -1.03 | -3.08 | 0.892 | -1.07 | 0.38 | -0.207 | 0.0732 | 2.11 |
| pagurus_sp | 1 | 0 % | 0 % | -81 | 2746 | 5609 | 5720 | 3229 | 18.8 | 41.4 | -89.5 | 30.3 | 10.8 | -10.2 | 7.25 | 13.8 | -29.7 |
| pagurus_pubescens | 1 | 0 % | 18.2 % | -595 | -9864 | -20064 | -20566 | -11548 | -818 | -459 | -800 | -609 | -180 | 873 | -339 | 876 | 759 |
| pandalus_montagui | 1 | 0 % | 4.5 % | -33.4 | -90.4 | -174 | -175 | -99.6 | -12.2 | -16.7 | -9.66 | -5.77 | -1.59 | 17.1 | 3.92 | 12.6 | 8.6 |
| parathyasira_equalis | 0.43 | 0 % | 9.1 % | -39.7 | -12.2 | 6.91 | 6.44 | -42.7 | 12.7 | 16.8 | 8.05 | 35.8 | -0.334 | -31.7 | -16.2 | -4.63 | -46.7 |
| parvicardium_pinnulatum | 0.33 | 0 % | 9.1 % | -8.77 | 7.8 | 16 | 16.7 | 10.4 | -0.45 | 2.39 | 7.5 | 7.35 | -0.449 | -11.7 | -4.85 | 0.561 | -10.6 |
| periploma_leanum | 0.39 | 0 % | 4.5 % | -138 | 272 | 607 | 619 | -331 | -0.612 | 2.61 | -6.26 | 4.04 | -1.33 | 1.09 | 0.354 | 4.04 | -1.91 |
| philine_lima | 1 | 0 % | 0 % | -81 | 2746 | 5609 | 5720 | 3229 | 18.8 | 41.4 | -89.5 | 30.3 | 10.8 | -10.2 | 7.25 | 13.8 | -29.7 |
| philomedes_sp | 0.35 | 0 % | 0 % | -314 | -9.24 | -19.3 | -20.3 | -1695 | 1.76 | 0.78 | 4.69 | -0.0408 | -0.179 | -4.02 | -0.307 | -4.69 | -0.465 |
| pholoe_longa | 1 | 0 % | 4.5 % | -108 | 5037 | 10216 | 10428 | 5883 | 7.54 | 49.7 | 85.8 | 58.3 | -149 | -3.7 | -44.9 | -5.72 | -53.3 |
| pholoe_sp | 0.21 | 40.9 % | 27.3 % | -0.639 | 12.9 | 25.9 | 27.4 | 13 | -2.7 | -1.66 | -3.85 | -0.444 | -0.644 | 3.21 | -1.07 | 2.11 | 2.91 |
| phoxocephalus_holbolli | 0.3 | 9.1 % | 22.7 % | -2.33 | -7.78 | -15.2 | -16 | -7.38 | -4.61 | -2.33 | -0.239 | -6.42 | -1.16 | 2.55 | -0.475 | 2.81 | 6.63 |
| polynoidae_spp | 0.14 | 0 % | 36.4 % | -1.47 | 8.13 | 17.2 | 18.3 | 8.32 | -0.738 | -1.28 | 0.377 | -1.77 | -0.419 | 0.373 | 0.124 | 1.17 | 1.13 |
| pontogeneia_inermis | 1 | 0 % | 13.6 % | -53.2 | -2217 | -4498 | -4582 | -2587 | 14.5 | 2.58 | 104 | 36.7 | 4.47 | -70.2 | 15 | -26.8 | -82.6 |
| pontoporeia_femorata | 0.42 | 13.6 % | 27.3 % | -339 | -67.7 | -139 | -140 | -1917 | -1.52 | 2.19 | -0.0403 | 4.63 | 0.559 | -0.252 | -0.123 | 0.121 | -4.43 |
| praxillella_praetermissa | 0.44 | 0 % | 4.5 % | -11.9 | 279 | 621 | 634 | 355 | -0.287 | 2.71 | -6.93 | 4.68 | 0.635 | 1.79 | 0.0171 | 3.73 | -4.19 |
| propebela_turricula | 0.29 | 0 % | 13.6 % | -134 | -87.4 | -109 | -111 | -723 | -1.09 | -5.1 | 2.6 | -2.16 | -0.692 | 0.0859 | -1.34 | 7.55 | -2.16 |
| protomedeia_fasciata | 0.32 | 4.5 % | 18.2 % | -278 | 20.3 | 39.4 | 42 | -1470 | -5.75 | -1.04 | -0.188 | -2.74 | -0.971 | 3.1 | -1.01 | -0.387 | 4.94 |
| protomedeia_grandimana | 0.3 | 13.6 % | 50 % | -2.32 | 96.5 | 195 | 200 | 101 | -1.4 | -0.929 | 0.163 | 2.52 | -0.154 | -0.31 | 0.847 | 2.33 | -3.31 |
| puncturella_noachina | 1 | 0 % | 13.6 % | -78.5 | -2643 | -5401 | -5524 | -3089 | 24.4 | 71 | -34 | 147 | 13 | -63.1 | 13.3 | -47.5 | -104 |
| quasimelita_formosa | 0.16 | 0 % | 27.3 % | -1.86 | 17.1 | 34.3 | 36.1 | 17.7 | 0.00508 | -0.103 | 0.932 | 2.78 | 0.115 | -2.56 | -0.173 | 0.724 | -3.24 |
| quasimelita_quadrispinosa | 1 | 0 % | 9.1 % | -108 | 5795 | 11763 | 12021 | 6814 | 8.21 | -88.2 | 45 | 58.8 | 6.9 | -56.5 | 26.9 | -6.78 | -14.9 |
| retusa_obtusa | 1 | 0 % | 27.3 % | -87.2 | -1353 | -2734 | -2818 | -1550 | -8.83 | 71.5 | 8.83 | 118 | -29.8 | -4.38 | 33.3 | -137 | -1.42 |
| sabellidae_spp | 0.35 | 0 % | 18.2 % | -10.6 | -109 | -163 | -167 | -92.4 | -0.686 | 1.46 | 2.3 | -0.102 | -0.894 | 0.231 | 0.954 | -1.83 | -0.323 |
| scoletoma_fragilis | -10.34 | 4.5 % | 27.3 % | -2.15e+15 | 5.76e+15 | 1.13e+16 | 1.23e+16 | 7.32e+15 | -5.57e+14 | 1.05e+15 | 2.29e+15 | 2.23e+15 | -1.27e+14 | -8.31e+14 | -6.63e+14 | 4.84e+14 | -3.53e+15 |
| scoletoma_sp | 0.44 | 0 % | 0 % | -24.1 | -458 | -896 | -913 | -566 | 4.33 | 4.4 | 8.55 | 2.1 | 1.1 | -11.4 | -0.561 | -14.5 | 0.741 |
| scoloplos_sp | 0 | 0 % | 4.5 % | -26.6 | -4.38e-15 | 8.66e-15 | -2.48e-15 | 1.77e-14 | -7.39e-15 | -6.16e-15 | 5.86e-15 | 5.22e-15 | -4.96e-15 | 1.41e-14 | -1.85e-14 | 3.8e-14 | -1.7e-14 |
| serripes_groenlandicus | 1 | 0 % | 9.1 % | -187 | -19059 | -38750 | -39489 | -22326 | 14.8 | 84.5 | 5.62 | 260 | 36.4 | -76.4 | -27.3 | -63.3 | -165 |
| sipuncula | 0.27 | 0 % | 13.6 % | -10.9 | 105 | 270 | 277 | 155 | -0.458 | -0.0682 | -2.67 | -0.0657 | -1.6 | 1.47 | -0.787 | 0.383 | 2.58 |
| solamen_glandula | 0 | 0 % | 4.5 % | -26.6 | -4.38e-15 | 8.66e-15 | -2.48e-15 | 1.77e-14 | -7.39e-15 | -6.16e-15 | 5.86e-15 | 5.22e-15 | -4.96e-15 | 1.41e-14 | -1.85e-14 | 3.8e-14 | -1.7e-14 |
| solariella_sp | 0.61 | 0 % | 9.1 % | -13.7 | -80.9 | -166 | -166 | -113 | -3.18 | -6.97 | 0.766 | -6.67 | -2.2 | -2.25 | -6.05 | 3.1 | 8.71 |
| strongylocentrotus_sp | -6.59 | 0 % | 4.5 % | -3.2e+15 | -2.59e+17 | -5.27e+17 | -5.37e+17 | -3.04e+17 | 2.45e+14 | -8.64e+14 | 1.84e+15 | -1.2e+14 | -1.18e+14 | -8.88e+14 | -6.81e+14 | -1.87e+13 | -3.57e+14 |
| tachyrhynchus_erosus | 0 | 0 % | 4.5 % | -26.6 | -4.38e-15 | 8.66e-15 | -2.48e-15 | 1.77e-14 | -7.39e-15 | -6.16e-15 | 5.86e-15 | 5.22e-15 | -4.96e-15 | 1.41e-14 | -1.85e-14 | 3.8e-14 | -1.7e-14 |
| thracia_septentrionalis | 0.18 | 0 % | 18.2 % | -1.69 | 128 | 260 | 265 | 151 | -0.237 | 0.15 | -2.23 | -0.782 | -0.366 | 1.36 | -0.965 | 0.924 | 1.16 |
| thyasira_gouldi | 0.17 | 0 % | 45.5 % | -2.38 | 1.31 | 2.66 | 3.51 | -5.31 | -0.5 | -2.42 | -0.594 | -1.72 | -1.1 | 1.07 | -0.289 | 1.06 | 2.57 |
| thyasira_sp | 0 | 0 % | 4.5 % | -26.6 | -4.38e-15 | 8.66e-15 | -2.48e-15 | 1.77e-14 | -7.39e-15 | -6.16e-15 | 5.86e-15 | 5.22e-15 | -4.96e-15 | 1.41e-14 | -1.85e-14 | 3.8e-14 | -1.7e-14 |
| trichotropis_bicarinata | 0.25 | 0 % | 0 % | -68 | -20.7 | 11.4 | 12.1 | -279 | 3.19 | 5.08 | 4.23 | 7.3 | 0.22 | -8.59 | -1.64 | -8.21 | -6.9 |
| turritellopsis_stimpsoni | 0.56 | 4.5 % | 9.1 % | -311 | -262 | -530 | -545 | -1946 | 3.3 | -5.9 | 4.67 | 9.33 | -1.22 | -8.37 | 3.16 | 7.1 | -15 |
| yoldia_myalis | 0.08 | 0 % | 0 % | -356 | 55.1 | 112 | 113 | -1861 | -0.113 | -0.381 | 0.224 | -0.622 | -0.137 | 0.285 | -0.0277 | 1.19 | -0.582 |
Prediction of specific richness based on this model:
Influence indices
| R2 | MATCHED | ERRORS | intercept | city | dredging_collect | dredging_dump | industry | shipping_mooring | shipping_traffic | sewers_rain | sewers_waste | wharves_city | wharves_industry | fisheries_trap | fisheries_trawl | fisheries_net | fisheries_dredge | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| aceroides_aceroides_latipes | 0.29 | 4.5 % | 36.4 % | -2.1 | -1.13 | 3.47 | 5.33 | 0.32 | 1.24 | 3.04 | -2.7 | 1.95 | 0.709 | -12.2 | 0.321 | -1.97 | -1.24 | 1.78 |
| akanthophoreus_gracilis | 0.4 | 22.7 % | 18.2 % | -46 | -1.77 | 0.949 | -3.62 | 3.5 | -0.0852 | 2.26 | -4.49 | 5.21 | 2.68 | -2.35 | -0.0308 | 0.0186 | -454 | 1.75 |
| ameritella_agilis | 0.66 | 0 % | 18.2 % | -11.8 | -20.9 | 2.65 | 23.8 | -4.45 | 2.27 | -9.58 | 14.4 | -7.19 | 9.97 | -25.6 | 0.948 | 0.999 | -1.05 | 1.64 |
| ameroculodes_edwardsi | -15.34 | 0 % | 9.1 % | -1.86e+15 | 2.52e+15 | -4.33e+14 | -1.81e+15 | 2.15e+15 | -6.34e+14 | 9.37e+14 | -6.4e+14 | 3.69e+14 | -2.35e+15 | 6.25e+14 | -6.6e+14 | -4.21e+14 | -1.89e+14 | 6.19e+14 |
| ampelisca_vadorum | 1 | 0 % | 4.5 % | -44.1 | -14.7 | 4.89 | 1.15 | -11 | -17.7 | 16.4 | -45.2 | 52.6 | 20.5 | -10.8 | -35.4 | 1.11 | 3.41 | -2.01 |
| amphipoda | 0.21 | 9.1 % | 40.9 % | -43.2 | 4.38 | 1.19 | 4.1 | 1.82 | -0.0518 | 0.457 | 0.31 | 0.223 | -5.11 | -6.61 | 0.434 | 0.105 | -438 | 0.267 |
| anonyx_lilljeborgi | 0.34 | 0 % | 9.1 % | -50.9 | -8.94 | -2.9 | 2.36 | -1.6 | -0.0344 | 2.85 | -1.51 | -0.833 | 7.86 | -1.79 | -0.081 | -8.32 | -479 | -2.31 |
| anthozoa | 0 | 0 % | 4.5 % | -26.6 | -2.33e-14 | -3.96e-14 | -6.51e-14 | 3.04e-15 | -1.61e-14 | -1.36e-14 | -2.49e-14 | 4.32e-14 | 4.04e-14 | 1.1e-13 | 1.1e-15 | 1.9e-15 | 7.81e-16 | 1.32e-15 |
| arcteobia_anticostiensis | 1 | 0 % | 4.5 % | -116 | -59.1 | -150 | -27.3 | -12.7 | -21.3 | -16.8 | -0.26 | 32.3 | 90.1 | 168 | -139 | -103 | 4.06 | 43.7 |
| arrhoges_occidentalis | 1 | 0 % | 0 % | -62.2 | -86.4 | 21.9 | 46.5 | 16.6 | -62.6 | -17.6 | -112 | 174 | 97.4 | -87.9 | 0.123 | 6.79 | 11.4 | -25.2 |
| astarte_sp | 1 | 4.5 % | 18.2 % | -297 | 1535 | 959 | 174 | 180 | 559 | 439 | 540 | -1049 | -1712 | -1348 | -31.8 | 6.79 | 22.1 | 92.1 |
| axinopsida_orbiculata | 0.34 | 0 % | 36.4 % | -4.2 | 10.1 | -5.86 | 4.56 | 1.79 | -3.44 | 1.39 | -11.5 | 9.09 | -7.31 | 1.74 | 0.589 | 1.18 | 0.111 | -1.78 |
| axiothella_catenata | 1 | 0 % | 9.1 % | -155 | 419 | -209 | 365 | -55.2 | 39.1 | 115 | -86.2 | -61.7 | -442 | -74.6 | 3.43 | 11.3 | 39 | 113 |
| bathymedon_longimanus | 1 | 0 % | 9.1 % | -186 | 27.5 | -286 | 402 | -292 | -91.1 | -115 | 15.1 | -126 | -113 | 343 | -10.7 | -53.9 | 26.2 | 57.8 |
| bathymedon_obtusifrons | 1 | 0 % | 18.2 % | -105 | -379 | -49.5 | 30.9 | 89.5 | -32.5 | -104 | 44.4 | 139 | 409 | -150 | -5.97 | -0.224 | 1.01 | -14.7 |
| bipalponephtys_neotena | 0.27 | 90.9 % | 9.1 % | 76.3 | -0.966 | 0.999 | 1.68 | 2.37 | 0.577 | 0.652 | -1.5 | 3.09 | 1.37 | -5.72 | 0.586 | -0.179 | 770 | 1.21 |
| boreochiton_ruber | 1 | 0 % | 13.6 % | -359 | 1458 | 240 | 92.3 | -77 | 266 | 124 | 730 | -1415 | -1809 | 57.8 | -11.6 | 5.11 | 15.9 | 32.8 |
| brachydiastylis_sp | 1 | 0 % | 9.1 % | -42.3 | 9.84 | 15.5 | 13.4 | -13.3 | -2.46 | 24.6 | -31.3 | 29.5 | -8.9 | -33.6 | -33.4 | 2.48 | 3.45 | 16.7 |
| byblis_gaimardii | 1 | 4.5 % | 4.5 % | -121 | -8.48 | -54.7 | -58.4 | -9.3 | -42.2 | 60.2 | -23.4 | 63.5 | 35.1 | 54.7 | -234 | -2.18 | 4.06 | 49.8 |
| cancer_irroratus | 1 | 0 % | 22.7 % | -354 | 193 | -124 | 35.5 | -421 | 368 | 256 | 108 | -67.5 | -171 | 244 | 12.4 | 132 | 16.8 | 494 |
| caprella_septentrionalis | -8.94 | 0 % | 22.7 % | -1.57e+15 | -2.4e+15 | -4.35e+14 | 2.59e+15 | -2.55e+14 | -1.42e+14 | -1.08e+15 | 2.15e+15 | -5.38e+14 | 2.49e+15 | -2.99e+15 | -3.51e+14 | -2.09e+14 | -4.32e+14 | -2.03e+14 |
| chaetodermatida | 0.23 | 0 % | 36.4 % | -71.7 | -2.06 | 2.7 | -1.93 | 1.83 | 0.0827 | 0.499 | 1.64 | -0.854 | 3.43 | -4.47 | -0.581 | -0.0342 | -717 | -0.0841 |
| chionoecetes_opilio | 1 | 0 % | 18.2 % | -241 | 88.6 | 228 | 953 | 191 | 164 | -116 | 641 | -715 | -308 | -1250 | 22.9 | -171 | 7.07 | -207 |
| chlamys_islandica | 1 | 0 % | 0 % | -34.1 | 7.84 | -4.84 | -7.48 | 4.72 | -5.51 | -18.2 | -25 | 28.6 | -0.0706 | 30.4 | 0.38 | 11 | 4.11 | 0.614 |
| chone_sp | 1 | 0 % | 0 % | -65.2 | -149 | 1.37 | -27.2 | 69.1 | -21.2 | -64.5 | 24.9 | 81.2 | 175 | -67.5 | 7.09 | 4.04 | 1.05 | 0.956 |
| ciliatocardium_ciliatum | 1 | 0 % | 4.5 % | -61.6 | -21.6 | -118 | 120 | -19.4 | -58 | -21.9 | 22.2 | -7.3 | 6.59 | 42.5 | -0.0955 | -13.1 | 1.69 | -63.4 |
| cirripedia | 1 | 0 % | 0 % | -55.9 | 32 | 67.1 | -12.2 | 40.6 | 27.9 | -6.86 | 40.9 | -35.3 | -63.6 | -94 | 15.9 | 0.522 | 1.17 | -18.7 |
| cistenides_granulata | 0.38 | 4.5 % | 31.8 % | -75.3 | -20.8 | -0.786 | -8.48 | -0.276 | 10.1 | 1.78 | 1.03 | -11.7 | 16.2 | 8.93 | 1.03 | 0.125 | -724 | -0.527 |
| cossura_longocirrata | 1 | 0 % | 18.2 % | -68.8 | -136 | 126 | 171 | -0.218 | 142 | -58.5 | 176 | -239 | 44.9 | -284 | 7.2 | 7.33 | 0.0651 | -13.3 |
| crassicorophium_bonellii | 1 | 0 % | 9.1 % | -65.4 | -88.6 | -75 | -82.3 | -11.3 | -105 | -23.2 | -220 | 316 | 158 | 183 | -4.18 | 19.9 | 16.8 | 62.3 |
| crenella_decussata | 1 | 0 % | 22.7 % | -480 | 28.8 | 581 | 110 | -276 | 1011 | 253 | 942 | -2306 | -684 | -286 | 22.2 | -25.9 | -50.2 | -66.6 |
| cumacea | 1 | 0 % | 13.6 % | -132 | -48 | 75.5 | -95 | -18.4 | -68.6 | 102 | -111 | 166 | 87.6 | -63.7 | -0.24 | -67.5 | -1.34 | -182 |
| cyclocardia_borealis | 0 | 0 % | 4.5 % | -26.6 | -2.33e-14 | -3.96e-14 | -6.51e-14 | 3.04e-15 | -1.61e-14 | -1.36e-14 | -2.49e-14 | 4.32e-14 | 4.04e-14 | 1.1e-13 | 1.1e-15 | 1.9e-15 | 7.81e-16 | 1.32e-15 |
| cyrtodaria_siliqua | 1 | 0 % | 4.5 % | -125 | 511 | -138 | 84 | 13 | 61.6 | 83.9 | 114 | -276 | -560 | 106 | -12.9 | -2.63 | 13.7 | 42.8 |
| diastylis_rathkei | 0.21 | 0 % | 13.6 % | -45 | 0.101 | -2.75 | 3.14 | -1.92 | -2.97 | 0.171 | -2.21 | 0.716 | -0.701 | 3.27 | 0.00195 | -0.382 | -429 | -2.75 |
| diastylis_sculpta | -10.59 | 0 % | 13.6 % | -2.94e+15 | -5.95e+15 | -3e+15 | -1.72e+15 | -8.23e+14 | -1.15e+15 | -2.23e+15 | -2.01e+15 | 1.76e+15 | 7.47e+15 | 6.6e+15 | -9.76e+13 | -1.17e+14 | 3.69e+14 | -7.95e+14 |
| diastylis_sp | 1 | 0 % | 0 % | -104 | 61.7 | -232 | 198 | 12.4 | -28.8 | -130 | 172 | -166 | -103 | 162 | 8.08 | 8.14 | 4.29 | -98.2 |
| echinarachnius_parma | 0.56 | 9.1 % | 13.6 % | -66.7 | 8.45 | 2.84 | 5.36 | -11.9 | -0.128 | -1.8 | 10.7 | -25.1 | -13 | 9.96 | 0.55 | 0.611 | -603 | -2.87 |
| edotia_montosa | 0.33 | 0 % | 0 % | -268 | 4.61 | -5.15 | -6.45 | 0.949 | -2.34 | 0.672 | -2.46 | 3.01 | -3.11 | 11.2 | -5.63 | -590 | -710 | -112 |
| ennucula_tenuis | 0.39 | 40.9 % | 27.3 % | -0.106 | -1.76 | 0.937 | -2.92 | 2.71 | 0.31 | 1.62 | -1.99 | 2.47 | 3.1 | -1.48 | -0.164 | -0.0471 | 0.834 | 2.53 |
| eteone_sp | 1 | 0 % | 13.6 % | -1274 | -705 | -1370 | -1229 | 202 | -391 | -71.4 | -399 | 790 | 1475 | 1829 | -26.8 | -10.6 | -8316 | -326 |
| euchone_sp | 1 | 0 % | 13.6 % | -105 | -379 | -49.5 | 30.9 | 89.5 | -32.5 | -104 | 44.4 | 139 | 409 | -150 | -5.97 | -0.224 | 1.01 | -14.7 |
| eudorella_emarginata | 0.72 | 0 % | 13.6 % | -127 | -85.4 | 133 | 47.7 | 5.3 | 71.6 | 29.7 | -58.7 | 150 | 38 | -279 | -7.47 | 18.8 | 12.9 | 37.1 |
| eudorellopsis_integra | 0.84 | 68.2 % | 22.7 % | -15.3 | -288 | 49.6 | -42.3 | 17.8 | 82.8 | 18.8 | -36.5 | -3.29 | 255 | -43.9 | -0.754 | -1.07 | -1.35 | 9.52 |
| euspira_pallida | 1 | 0 % | 4.5 % | -256 | -201 | 357 | 722 | 118 | -29.4 | 24.7 | 350 | -320 | 81.6 | -1097 | -59.7 | -68.2 | 11.6 | -12.2 |
| glycera_capitata | 1 | 0 % | 9.1 % | -68.1 | 63.2 | 63.2 | -92.6 | 74.9 | 28.1 | 17 | 47.4 | -34.6 | -91.8 | -71.4 | 6.98 | -4.53 | -0.45 | -6.53 |
| glycera_sp | 1 | 4.5 % | 4.5 % | -737 | -187 | 434 | 1868 | -715 | 423 | -1106 | 1117 | -1623 | -533 | -623 | -168 | 183 | 93.8 | -211 |
| goniada_maculata | 0.46 | 22.7 % | 40.9 % | -9.31 | -76.8 | 8.03 | -11.8 | -0.701 | 26.3 | 3.21 | -1.21 | -20.1 | 63.5 | 5.38 | -0.208 | 1.76 | 0.935 | 1.9 |
| guernea_prinassus_nordenskioldi | 0 | 0 % | 9.1 % | -26.6 | -2.33e-14 | -3.96e-14 | -6.51e-14 | 3.04e-15 | -1.61e-14 | -1.36e-14 | -2.49e-14 | 4.32e-14 | 4.04e-14 | 1.1e-13 | 1.1e-15 | 1.9e-15 | 7.81e-16 | 1.32e-15 |
| halacaridae_spp | 1 | 0 % | 0 % | -34.1 | 7.84 | -4.84 | -7.48 | 4.72 | -5.51 | -18.2 | -25 | 28.6 | -0.0706 | 30.4 | 0.38 | 11 | 4.11 | 0.614 |
| haminoea_solitaria | 1 | 0 % | 4.5 % | -137 | 231 | -386 | -281 | 81.1 | -24.7 | 6.45 | -79.1 | 129 | -112 | 592 | -11.4 | -12.5 | 16.4 | 155 |
| hardametopa_carinata | 1 | 0 % | 13.6 % | -105 | -379 | -49.5 | 30.9 | 89.5 | -32.5 | -104 | 44.4 | 139 | 409 | -150 | -5.97 | -0.224 | 1.01 | -14.7 |
| harmothoe_sp | 1 | 4.5 % | 4.5 % | -64.7 | 100 | 78.4 | -38.2 | 64.1 | 46.3 | 32.8 | 52.8 | -58.5 | -125 | -135 | 12.2 | -1.39 | 6.3 | 2.77 |
| harpacticoida | 0.32 | 18.2 % | 59.1 % | -58.5 | -0.274 | 5.17 | -1.13 | -0.344 | 0.885 | 1.77 | -2.63 | 2.47 | 1.12 | -6.09 | 0.186 | 0.0078 | -606 | -0.208 |
| hediste_diversicolor | 0.47 | 9.1 % | 4.5 % | -484 | 3.98 | 11.3 | 11.7 | -1.31 | 3.59 | -6.18 | 10.4 | -13.6 | -8.98 | -13.5 | -0.207 | -1360 | -654 | -173 |
| heteranomia_squamula | 1 | 0 % | 9.1 % | -116 | 72.2 | -19.5 | 58.3 | -72 | 96.9 | -21.5 | 181 | -373 | -162 | 106 | 19.7 | 1.69 | 0.641 | -71.6 |
| hiatella_arctica | 1 | 4.5 % | 4.5 % | -373 | 1147 | 49.6 | 587 | -320 | 290 | -21.7 | 1031 | -1770 | -1581 | 41.3 | -0.942 | -153 | -2.88 | -56.3 |
| holothuroidea | 1 | 9.1 % | 4.5 % | -107 | 201 | 146 | -251 | 10.6 | 49.2 | 126 | -114 | 79.2 | -143 | 22.2 | 16.4 | 15.8 | 9.52 | 42.6 |
| idotea_phosphorea | 1 | 0 % | 4.5 % | -499 | 30.9 | 271 | 683 | -690 | 289 | -159 | 943 | -1612 | -248 | -330 | 6.38 | 12.1 | 2.05 | -52.2 |
| ischyroceridae_spp | 1 | 0 % | 13.6 % | -98.3 | -340 | 162 | 83.2 | -61.1 | 154 | 9.94 | 37.7 | -163 | 246 | -197 | -4.03 | 10.6 | 3.64 | -29.9 |
| ischyrocerus_anguipes | 1 | 0 % | 9.1 % | -194 | -245 | -146 | -6.3 | -113 | -180 | -8.61 | -395 | 473 | 339 | 177 | -179 | -44.8 | 35.5 | -17.7 |
| isopoda | 0 | 0 % | 4.5 % | -26.6 | -2.33e-14 | -3.96e-14 | -6.51e-14 | 3.04e-15 | -1.61e-14 | -1.36e-14 | -2.49e-14 | 4.32e-14 | 4.04e-14 | 1.1e-13 | 1.1e-15 | 1.9e-15 | 7.81e-16 | 1.32e-15 |
| lacuna_vincta | 1 | 0 % | 27.3 % | -354 | 193 | -124 | 35.5 | -421 | 368 | 256 | 108 | -67.5 | -171 | 244 | 12.4 | 132 | 16.8 | 494 |
| lamprops_fuscatus | 0.24 | 4.5 % | 13.6 % | -64.3 | 2.37 | -0.826 | -2.34 | 0.361 | 0.499 | 2.2 | -1.06 | -0.894 | -2.01 | 2.15 | 0.395 | -6.49 | -628 | 0.88 |
| lamprops_quadriplicata | 1 | 0 % | 22.7 % | -282 | -568 | 389 | 137 | -80.1 | 228 | -92.4 | 219 | 116 | 432 | -631 | -24.7 | 75.3 | 1.13 | 134 |
| lepeta_caeca | 1 | 0 % | 18.2 % | -743 | 1258 | 329 | -799 | 111 | 346 | 248 | 752 | -1577 | -932 | -20.4 | -101 | -14.4 | 30.6 | 39.7 |
| leucon_leucon_nasicoides | 0.36 | 40.9 % | 31.8 % | -3.24 | -18.5 | 4.27 | 1.39 | 0.0507 | 11.2 | 0.716 | 6.73 | -14.7 | 12.2 | -5.29 | -1.98 | -0.0179 | 0.473 | 0.705 |
| littorina_littorea | -4.54 | 0 % | 9.1 % | -2.37e+15 | 4.22e+14 | -1.47e+14 | 2.61e+15 | -2.58e+15 | -1.13e+15 | 5.47e+13 | -4.28e+14 | -9.98e+14 | -9.61e+14 | 1.19e+14 | -2.4e+14 | -7.08e+14 | 2.29e+14 | -1.78e+15 |
| lumbrineridae_spp | 1 | 0 % | 9.1 % | -144 | 216 | -29.4 | 334 | 49.9 | 48.5 | -167 | 431 | -476 | -366 | -138 | 33.3 | 9.65 | 0.0224 | -91.1 |
| lysianassidae_spp | 1 | 0 % | 4.5 % | -115 | 180 | -35.2 | -154 | -45.2 | -33.5 | 0.635 | -57.6 | -41.6 | -173 | 292 | 15.9 | 8.67 | 13.3 | 2.14 |
| macoma_calcarea | 0.2 | 72.7 % | 27.3 % | 2 | 2.01 | 6.28 | 3.19 | 0.591 | 1.74 | 0.674 | 1.41 | -2.98 | -2.93 | -9.41 | -0.213 | 0.134 | 0.608 | 0.814 |
| maera_danae | 1 | 0 % | 0 % | -65.2 | -149 | 1.37 | -27.2 | 69.1 | -21.2 | -64.5 | 24.9 | 81.2 | 175 | -67.5 | 7.09 | 4.04 | 1.05 | 0.956 |
| maldane_sarsi | 1 | 0 % | 4.5 % | -76.3 | -76.7 | -305 | -10.7 | 11.9 | -79.6 | -30 | -16.2 | 108 | 137 | 286 | -2.62 | -8.29 | 6.63 | -3.93 |
| maldanidae_spp | 0.29 | 9.1 % | 31.8 % | -80.3 | -21 | 3.64 | -1.16 | 0.767 | 8.62 | -0.172 | 4.72 | -8.72 | 17.2 | -4.5 | 0.207 | -0.0326 | -806 | 0.133 |
| monoculopsis_longicornis | 1 | 4.5 % | 13.6 % | -154 | 133 | 553 | 496 | 49.8 | 83.6 | 68.5 | 299 | -279 | -247 | -1097 | 2.65 | 17.2 | 4.29 | -17.2 |
| muculus_musculus_discors | 1 | 0 % | 0 % | -34.1 | 7.84 | -4.84 | -7.48 | 4.72 | -5.51 | -18.2 | -25 | 28.6 | -0.0706 | 30.4 | 0.38 | 11 | 4.11 | 0.614 |
| mytilus_sp | 0.33 | 0 % | 13.6 % | -66.2 | -0.475 | -1.63 | 6.15 | -2.19 | -1.93 | -3.5 | 6.32 | -6.01 | 0.0241 | 1.47 | -0.54 | 0.279 | -650 | 0.54 |
| nematoda | 0.33 | 27.3 % | 18.2 % | -0.274 | -0.633 | 1.63 | -1.63 | 0.087 | -2.34 | 2.52 | -1.75 | 2.94 | 1.03 | -3.19 | -0.0969 | -0.686 | 0.539 | -0.00813 |
| nemertea | 1 | 0 % | 13.6 % | -65.2 | 100 | 78.4 | -38.3 | 64.1 | 46.3 | 32.8 | 52.8 | -58.4 | -125 | -135 | 12.2 | -1.4 | 1.18 | 2.72 |
| neoleanira_tetragona | 1 | 0 % | 27.3 % | -117 | 71.3 | 317 | 338 | 93.9 | 215 | -96 | 346 | -390 | -169 | -675 | -20.6 | 22.8 | 6.5 | 2.64 |
| nephtyidae_spp | -7.28 | 0 % | 18.2 % | -3.17e+15 | -2.8e+14 | -6.51e+14 | 2.14e+14 | -6.34e+14 | -1.31e+14 | -1.93e+15 | 1.47e+15 | -9.11e+14 | -1.09e+15 | 2.47e+15 | 7.48e+13 | 9.42e+14 | -1.54e+14 | 2.45e+14 |
| nephtys_caeca | 0.39 | 0 % | 4.5 % | -42.4 | 2.89 | 0.211 | 5.94 | -5.06 | 1.54 | -0.631 | 2.12 | -9.67 | -5.76 | 0.695 | 0.639 | -0.173 | -385 | -6.63 |
| nephtys_incisa | 0.31 | 13.6 % | 36.4 % | -72.8 | -27.1 | 6.45 | 2.59 | 1.25 | 10.7 | -0.395 | 7.84 | -15 | 19.8 | -8.93 | 0.11 | 0.0158 | -714 | -0.663 |
| nephtys_sp | 1 | 0 % | 13.6 % | -179 | -350 | -103 | -9.43 | 189 | -62.4 | -52.4 | 38.3 | 131 | 443 | -234 | 1.7 | -90.3 | 1.7 | -175 |
| nuculana_minuta | 0.83 | 4.5 % | 27.3 % | -218 | -326 | 89.4 | -121 | 50.6 | -22 | 5 | 193 | -212 | 493 | -197 | -24.7 | -3.03 | 0.443 | 15.2 |
| nymphonidae_spp | 1 | 0 % | 9.1 % | -116 | 72.2 | -19.5 | 58.3 | -72 | 96.9 | -21.5 | 181 | -373 | -162 | 106 | 19.7 | 1.69 | 0.641 | -71.6 |
| oenopota_sp | 0.29 | 4.5 % | 9.1 % | -503 | 6.23 | -7.07 | 1.53 | 3.35 | -2.22 | -2.66 | 1.39 | 0.386 | -4.57 | 6.13 | 0.276 | -1674 | -569 | 1.78 |
| oligochaeta | 0.66 | 4.5 % | 22.7 % | -66.1 | -17.8 | 26 | 23.6 | -6.43 | -11 | 26.8 | -58.8 | 62.5 | 19.7 | -68.5 | 0.349 | -21 | 2.11 | -149 |
| ophelia_limacina | 1 | 0 % | 31.8 % | -262 | -229 | 87.4 | -88.3 | 149 | 26.1 | 83.5 | 15.1 | 6.65 | 267 | -407 | -90.1 | -128 | 1.41 | -363 |
| opheliidae_spp | 1 | 0 % | 9.1 % | -364 | -797 | -905 | -430 | 184 | -842 | -133 | -1142 | 1799 | 1328 | 1031 | -252 | 25.1 | 78.3 | -154 |
| ophiopholis_aculeata | -2.79 | 0 % | 13.6 % | -1.76e+15 | -9.67e+14 | 1.08e+15 | 3.3e+15 | 4.12e+14 | 1.64e+15 | -1.36e+15 | 2.55e+15 | -3.23e+15 | -1.4e+14 | -4.04e+15 | -3.57e+14 | 2.46e+14 | -2.66e+14 | -8.17e+14 |
| ophiura_robusta | 1 | 0 % | 22.7 % | -363 | 1057 | 384 | 510 | -238 | 328 | -114 | 992 | -1732 | -1436 | -247 | 22.7 | 14.7 | 3.72 | -260 |
| orchomenella_minuta | 1 | 0 % | 22.7 % | -44.6 | -36.8 | 88.6 | 118 | 15.8 | 71.7 | -28.3 | 145 | -162 | -16.3 | -213 | 1.59 | -0.402 | -3.6 | -3.16 |
| ostracoda | 0.24 | 18.2 % | 40.9 % | -52.1 | 2.01 | 4.55 | 2.39 | 1.05 | 1.22 | 1.48 | 1.04 | -2.1 | -2.17 | -8.56 | -1.27 | -0.0592 | -525 | 1.34 |
| pagurus_sp | 1 | 0 % | 4.5 % | -116 | -59.1 | -150 | -27.3 | -12.7 | -21.3 | -16.8 | -0.26 | 32.3 | 90.1 | 168 | -139 | -103 | 4.06 | 43.7 |
| pagurus_pubescens | 1 | 0 % | 4.5 % | -201 | 266 | 149 | 12.2 | -1.55 | 365 | 125 | 359 | -829 | -500 | -84.8 | -25.2 | -67 | 3.56 | 27.9 |
| pandalus_montagui | 1 | 0 % | 13.6 % | -98.1 | 43.3 | -238 | 277 | -87.6 | -105 | -13.6 | 53.1 | -28.8 | -82.1 | 106 | 2.11 | -25.9 | 5.99 | 2.43 |
| parathyasira_equalis | 1 | 0 % | 4.5 % | -137 | 231 | -386 | -281 | 81.1 | -24.7 | 6.45 | -79.1 | 129 | -112 | 592 | -11.4 | -12.5 | 16.4 | 155 |
| parvicardium_pinnulatum | 1 | 0 % | 31.8 % | -1836 | -1999 | -984 | -2306 | 115 | 1031 | -232 | 1415 | -2848 | 3730 | 1278 | 25.7 | -23.2 | 37.5 | -288 |
| periploma_leanum | 1 | 0 % | 18.2 % | -224 | -497 | 370 | 566 | 277 | 298 | -203 | 527 | -403 | 339 | -1291 | 22.7 | -16.5 | 6.89 | -20.1 |
| philine_lima | 1 | 0 % | 4.5 % | -116 | -59.1 | -150 | -27.3 | -12.7 | -21.3 | -16.8 | -0.26 | 32.3 | 90.1 | 168 | -139 | -103 | 4.06 | 43.7 |
| philomedes_sp | 1 | 0 % | 13.6 % | -213 | -176 | -190 | -107 | 228 | -421 | 137 | -512 | 858 | 530 | -131 | -61.2 | -37.1 | 39 | 48.9 |
| pholoe_longa | 1 | 0 % | 13.6 % | -105 | -379 | -49.5 | 30.9 | 89.5 | -32.5 | -104 | 44.4 | 139 | 409 | -150 | -5.97 | -0.224 | 1.01 | -14.7 |
| pholoe_sp | 0.24 | 45.5 % | 36.4 % | -56.5 | 3.77 | 2.63 | 4.87 | -0.204 | 2 | 1.21 | 3.46 | -6.34 | -5.59 | -6.74 | 0.0688 | -1.61 | -584 | 0.953 |
| phoxocephalus_holbolli | 0.5 | 4.5 % | 22.7 % | 65.8 | 10.7 | 6.83 | 11.7 | -7.81 | 1.52 | 1.3 | 12.6 | -21.8 | -17.2 | -8.85 | 0.788 | -7.62 | 741 | -2.15 |
| polynoidae_spp | 0.19 | 4.5 % | 54.5 % | -72.2 | -1.8 | 4.12 | 1.44 | 0.0749 | 2.79 | 0.521 | 3.83 | -4.86 | -0.0527 | -7.18 | -2.58 | -0.983 | -732 | 0.0986 |
| pontogeneia_inermis | 1 | 0 % | 4.5 % | -129 | -215 | -104 | -102 | 38.7 | -185 | -18.5 | -237 | 405 | 346 | 120 | -167 | 7.09 | 17.4 | 3.1 |
| pontoporeia_femorata | 0.41 | 18.2 % | 36.4 % | -222 | -1.86 | -9.72 | 2.61 | -5.68 | 1.72 | 2.69 | 0.785 | -1.09 | 0.677 | 9.32 | 0.309 | -541 | -715 | -16.7 |
| praxillella_praetermissa | 0.46 | 0 % | 18.2 % | -65.8 | -15.6 | -9.82 | -1.76 | 1.35 | 5.46 | 3.83 | 0.238 | -4.52 | 12.3 | 8.79 | 0.165 | -38.2 | -526 | 3.59 |
| propebela_turricula | 1 | 0 % | 13.6 % | -638 | 424 | 316 | 1228 | -364 | -1066 | 28.4 | 1038 | -728 | -621 | -649 | 18.5 | -1.02 | -15.1 | 146 |
| protomedeia_fasciata | 0.57 | 4.5 % | 22.7 % | -13.5 | -9.76 | -16.4 | 36.7 | -14.8 | -25.2 | -6.85 | -22.2 | 28.7 | 6.41 | 8.38 | -0.515 | 2.51 | 1.71 | -4.04 |
| protomedeia_grandimana | 0.21 | 18.2 % | 59.1 % | -62.9 | -2.75 | 1.93 | 4.73 | 0.15 | 2.14 | -0.584 | 3.75 | -3.66 | 1.49 | -6.93 | -0.285 | -0.233 | -652 | 0.407 |
| puncturella_noachina | 1 | 4.5 % | 4.5 % | -65.2 | 100 | 78.4 | -38.3 | 64.1 | 46.3 | 32.8 | 52.8 | -58.4 | -125 | -135 | 12.2 | -1.4 | 1.18 | 2.72 |
| quasimelita_formosa | 0.23 | 4.5 % | 27.3 % | -1.98 | -4.19 | -2.85 | -3.92 | 2.67 | -1.49 | 0.365 | -0.892 | 3.72 | 8.18 | 0.936 | -0.396 | -0.169 | 0.728 | 0.528 |
| quasimelita_quadrispinosa | 1 | 0 % | 13.6 % | -98.3 | -340 | 162 | 83.2 | -61.1 | 154 | 9.94 | 37.7 | -163 | 246 | -197 | -4.03 | 10.6 | 3.64 | -29.9 |
| retusa_obtusa | -3.46 | 0 % | 22.7 % | -3.22e+15 | -2.68e+15 | 2.84e+15 | 4.04e+15 | -2.14e+15 | -2.69e+15 | -1.03e+15 | -2.53e+15 | 3.67e+15 | 2.32e+15 | -2.51e+15 | -1.66e+14 | 6.42e+14 | 8.13e+13 | -5.4e+14 |
| sabellidae_spp | 0.3 | 0 % | 4.5 % | -4.01 | 0.376 | 4.07 | 2.69 | 3.29 | 3.82 | -2.65 | 7.25 | -7.07 | -4.26 | -8.97 | 1.36 | -1.47 | -0.577 | -2.95 |
| scoletoma_fragilis | 0.45 | 4.5 % | 22.7 % | -28.5 | -33.3 | 29 | 12.1 | -2.76 | 17.9 | -9.3 | 19.1 | -14.7 | 22 | -36.6 | -6.12 | 0.38 | -0.472 | -40 |
| scoletoma_sp | 1 | 0 % | 4.5 % | -56.2 | 89.2 | 11.5 | -96.9 | 52.1 | 7.91 | 8.08 | -18.9 | 20.2 | -74.7 | 39.6 | 14.5 | 9.06 | 4.54 | -2.85 |
| scoloplos_sp | 0 | 0 % | 4.5 % | -26.6 | -2.33e-14 | -3.96e-14 | -6.51e-14 | 3.04e-15 | -1.61e-14 | -1.36e-14 | -2.49e-14 | 4.32e-14 | 4.04e-14 | 1.1e-13 | 1.1e-15 | 1.9e-15 | 7.81e-16 | 1.32e-15 |
| serripes_groenlandicus | 1 | 0 % | 9.1 % | -480 | 215 | 50.5 | -428 | 68.4 | 304 | -248 | -441 | 269 | -150 | 809 | -312 | 148 | 106 | 184 |
| sipuncula | 0.18 | 0 % | 18.2 % | -63.9 | -4.9 | 1.17 | 2.69 | 1.93 | 2.51 | -1.22 | 3.81 | -3.92 | 3.5 | -5.3 | 0.187 | -1.01 | -637 | -0.191 |
| solamen_glandula | 0 | 0 % | 4.5 % | -26.6 | -2.33e-14 | -3.96e-14 | -6.51e-14 | 3.04e-15 | -1.61e-14 | -1.36e-14 | -2.49e-14 | 4.32e-14 | 4.04e-14 | 1.1e-13 | 1.1e-15 | 1.9e-15 | 7.81e-16 | 1.32e-15 |
| solariella_sp | 0.53 | 0 % | 9.1 % | -121 | -210 | 19.4 | -19.6 | -17.8 | 11.1 | 3.45 | 32 | -72.2 | 208 | 9.7 | -0.541 | 2.03 | -620 | -2.4 |
| strongylocentrotus_sp | 1 | 4.5 % | 0 % | -46.7 | -22.5 | -13.5 | -4.54 | -9.71 | -39.7 | 8.79 | -90.9 | 111 | 38.5 | 22.2 | -19 | 10.6 | 7.25 | -2.62 |
| tachyrhynchus_erosus | 0 | 0 % | 4.5 % | -26.6 | -2.33e-14 | -3.96e-14 | -6.51e-14 | 3.04e-15 | -1.61e-14 | -1.36e-14 | -2.49e-14 | 4.32e-14 | 4.04e-14 | 1.1e-13 | 1.1e-15 | 1.9e-15 | 7.81e-16 | 1.32e-15 |
| thracia_septentrionalis | 0.18 | 4.5 % | 9.1 % | -61.2 | 6.36 | -0.526 | -1.02 | 1.46 | 0.396 | 0.443 | 1.24 | -2.44 | -6.27 | 0.429 | 0.521 | -0.0902 | -616 | -0.868 |
| thyasira_gouldi | 0.32 | 22.7 % | 45.5 % | -86 | -15.9 | 8.45 | 0.487 | 1.46 | 10.4 | 0.717 | 8.99 | -15 | 10.2 | -11.1 | 0.246 | -0.172 | -865 | 1.29 |
| thyasira_sp | 0 | 0 % | 4.5 % | -26.6 | -2.33e-14 | -3.96e-14 | -6.51e-14 | 3.04e-15 | -1.61e-14 | -1.36e-14 | -2.49e-14 | 4.32e-14 | 4.04e-14 | 1.1e-13 | 1.1e-15 | 1.9e-15 | 7.81e-16 | 1.32e-15 |
| trichotropis_bicarinata | 1 | 0 % | 4.5 % | -87.7 | -19.3 | -28.5 | -85.4 | 95.6 | -71.5 | -1.94 | -25.7 | 120 | 126 | -3.27 | -36.2 | 4 | 5.12 | 16.8 |
| turritellopsis_stimpsoni | -7.31 | 0 % | 18.2 % | -1.83e+15 | 3.77e+15 | 1.02e+15 | 3.6e+15 | 7.89e+13 | 1.13e+15 | 1.36e+15 | 8.37e+14 | -3.13e+15 | -4.53e+15 | -4.62e+15 | -6.14e+14 | -1.13e+14 | -1.26e+14 | 2.14e+14 |
| yoldia_myalis | 1 | 0 % | 9.1 % | -461 | 61.9 | -883 | -121 | 254 | 619 | 125 | 443 | -1055 | -335 | 843 | -26 | -197 | 23.6 | -1.01 |
Prediction of specific richness based on this model:
Density data
Here, we considered density data with a Poisson distribution.
Abiotic parameters
Influence indices
2.2. Hierarchical Modelling of Species Communities
First, we initiate the HMSC model with the chosen data, priors and parameters.
HMSC_model <- hmsc(HMSC_data, HMSC_param, HMSC_prior, family = "overPoisson", niter = 100000, nburn = 1000, thin = 100)Here are the diagnostics to evaluate each model’s quality.